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Graphlab: Applying large data analysis from concept to production

Graphlab provides a complete platform for organizations to use scalable machine learning systems to build large data to analyze products, including Zillow, Adobe, Zynga, Pandora, Bosch, ExxonMobil, etc. They capture data from other applications or services, and transform large data concepts into predictive applications that can be used in production environments through system models such as referral systems, fraud monitoring systems, emotional and social network analysis systems. Carlos Guestrin is GRAPHL.

How to use good eucalyptus

Ignacio M. Liorente, from the Opennebula project, recently published an article entitled EUCALYPTUS, Cloudstack, OPENSTACK and opennebula:a tale of NonBlank Models's blog article analyzes the differences between the four cloud management platforms of Eucalyptus, Cloudstack, OpenStack and Opennebula from the perspective of application scenarios. ...

Analyze Amazon S3 cloud storage

In the recently released Magic Quadrant for the IaaS Marketplace, Amazon has the largest cloud-computing AWS scale in terms of cloud computing and more computing power than the 14 other vendors in the report. Such a size is undoubtedly the leader in the IaaS market, and Gartner said that Amazon is a thought leader in the cloud computing community and is focused on features that are innovative, flexible, and responsive to market needs. It is reported that Amazon's Amazon Web Services (AWS) was first introduced in 2006 to the Web service ...

How to use signiant skydrop for data migration?

In the media industry, Signiant is already famous for the migration of large documents. Similar companies, such as broadcasters, film companies, and gaming companies, use signiant Media shuttle,signiant media Exchange and signiant manager+agents tools to improve the flow of large document delivery. By analyzing the workloads that are expanding in the cloud, you can apply the solution of large document transfer to the data transfer of large data. Signiantsky ...

How to obtain million TPS at 1.68 USD/h cost

The cloud infrastructure, such as Amazon EC2, has proven its value worldwide, and its ease of scaling, out-of-the-way, on-time billing, and so on, has freed developer creativity more thoroughly, but don't overlook the virtualized environment that was once considered a performance killer for applications and databases. Despite the performance aspect, cloud vendors have been looking for ways to improve, but as users of us, our own performance optimization tools are also essential. On the entity server, Aerospike has shown the peak of the million TPS, and now we are dedicated to improving the performance of cloud applications ...

Review 2013: The Summer of cloud computing

Before 2013, there may be a wait-and-see or scepticism about the cloud, but after a year of development, cloud computing has completely landed: Big companies are busy with how to deliver faster, more stable and safer cloud services, how to snatch users in the cloud market, and small companies to consider how to use cloud computing to reduce their operating costs. How to make your system into a cloud structure; startups think about how to use the cloud to reduce upfront spending, and even how to use the concept of "cloud" to start a business and sell yourself in front of a VC. According to Gartner, 2013 Global ...

Stephen Coty: A start-up Cloud Security user's Guide

"Editor's note" as a cloud services solution, Alert logic integrates advanced 24x7 security tools to protect against threats and compliance, and is an advanced technology partner and security provider for AWS. This article comes from Stephen Coty, chief security officer at Alert Logic, who shares the best practices in cloud security. Here's what Stephen Coty shared: Many years ago, I created a security and development company with huge dreams and little money. However ...

Researchers find "large" security vulnerabilities in various cloud architectures

German researchers say they found errors in Amazon Web Services (AWS), and they believe that similar errors exist in many cloud architectures that could lead to an attacker acquiring administrative privileges to steal data from all users. While the researchers say they have informed AWS about these vulnerabilities, and AWS has fixed them, they think the same type of attack is equally effective for other cloud services, "because the relevant Web service standards do not match performance and security." "A team of researchers at the University of Bochum in Germany uses a variety of XML ...

How to query EC2 instance by "tag" "Filtering" effectively?

Amazon has launched an important new feature for the AWS Management Console (AWS Management Console), according to a blog post from its official website. Now the user can find multiple instances through tag and attribute filtering, with some advanced options, including reverse search, local search, and regular expressions to find the multiple instances you are looking for. As a user of Amazon's resilient Cloud Computing (EC2), you may know how easy it is to open EC2 instances based on your requirements. Perhaps you start by manually starting an instance or two instances, and then turning to a ...

Researchers find "large" security vulnerabilities in various cloud architectures

German researchers say they found errors in Amazon Web Services (AWS), and they believe that similar errors exist in many cloud architectures that could lead to an attacker acquiring administrative privileges to steal data from all users. While the researchers say they have informed AWS about these vulnerabilities, and AWS has fixed them, they think the same type of attack is equally effective for other cloud services, "because the relevant Web service standards do not match performance and security." "A team of researchers at the University of Bochum in Germany uses a variety of XML signatures to encapsulate ...

Mobile app standing on the shoulder of the cloud

"Editor's note" August 30, sponsored by CSDN theme for "mobile app how to borrow the cloud platform?" "The offline salon is held in Beijing. The meeting was invited to the Amazon AWS China Solutions architect Sun Sume, Yahoo Beijing Software Research and Development Center, senior research and development manager shiny and funplus fun plus game DevOps team leads Tang Shoubin three guests, with their respective experience to share the cloud computing platform for mobile app. Standing on the "cloud" shoulder mobile app is the only unchanged is "change", the development of the Internet is changing rapidly. Take MP3 ...

Why cloud computing needs a completely different datacenter

Cloud computing is a new technology, but Amazon's cloud computing services are now worth billions of of dollars, according to Gartner, whose cloud computing is more than five times times the sum of its 14 biggest rivals. Amazon's simple Storage Service (S3) stores more than 1 trillion files, processing 1.5 million requests per second. DynamoDB (AWS NoSQL database) launched less than a year, October has more than 2 trillion of the input or output requests. This size provides all of these services requiring a lot of hardware, cloud computing deployment is growing fast, which means ...

"CSDN Online Training Q" How to build fault-tolerant app with cloud Platform

August 13, Amazon AWS China Cloud solution architect Wang Yi, in the online training theme "How to build fault-tolerant apps with cloud platforms", tells us how to make the most of the features of the cloud platform in the system architecture. Learn how to do architecture design techniques and related information in a cloud platform such as AWS. To help us better review the relevant content of this training, learn how to design the cloud platform such as AWS skills and related information. CSDN organized the final QA of this training, as follows: Q1. Excuse me.

The role of Cloudhealth

Offering a service to get calculated discounts by reserving instances, Amazon's goal is clear: to better capacity planning by identifying the cloud infrastructure used by the user segment, while also giving users direct benefits. So far, the industry has a certain understanding of the reservation, including the type (Heavy, Medium, Light) and the terms (1 or 3 years), but here's 6 reservation examples related matters you may not understand. 1. The double benefit Reservation example brings a double benefit to the user: first, the ability to compute the discount; second, the capacity of the ...

Cloud Computing Week Jevin review: Big Data predicts US election

Big Data successfully predicted the U.S. election, "big data" does not really care who will be elected to the next president of the United States. But all the data show that political scientists and others are concerned that Obama is more likely to win re-election. This success prediction shows the powerful energy of large data. The statistical model has been watching the hot topics (or even arguments) led by the New York Times FiveThirtyEight bloggers and statisticians Nate Silver over the past few weeks. Silver has become the focus of this controversy, in ...

Stream data search and interaction using Kinesis Connector to Elasticsearch

Recently, the Amazon Official blog post describes how to use Kinesis Connector to Elasticsearch for streaming data search and interaction, This will help group developers easily develop an application to download large-scale streaming data to Elasticsearch cluster from kinesis real-time and reliably. According to the official introduction, Elasticsearch is an open source search and analysis engine that enables real-time indexing of structured and unstructured data. Kibana is elasticsear ...

From the disappearance of code space to look at the hacker attack behavior in cloud era

For the code space in the hands of the disappearance of the hacker, because in the money can not meet the hacker, only in the data to meet the hacker, may seem to be unavoidable, but in hindsight, it is the idea of a very magical thing. In an exclamation of code MSN failure, we found a problem where similar problems often occur. A cloud has a potentially fatal error, and its data exists in the form of an incorrectly labeled label. An older version of the API key may have been accessed or leaked through a connection to a Third-party partner, but the investigation is still ongoing. Instead, another ...

The start of the cloud base in the west of Ningxia, open the cloud computing industry "new Silk Road"

The construction of the West Cloud Base project of Zhongguancun Science and Technology Industrial park in Ningxia April 28, 2014, coincided with the 10 anniversary of the construction of the city of Zhongwei, the Ningxia central government and the Amazon AWS, Ningxia Western Cloud Base Technology Co., Ltd. jointly witnessed the first project of the West Cloud base of Zhongguancun Science and Technology Industrial Park, Ningxia, and the signing ceremony of the cooperation framework agreement between Amazon AWS and the Western cloud base. The Western cloud base will begin building a data center and related facilities for the Amazon AWS Service under a cooperative framework. These are the most precious for the 10 anniversary celebration of the Zhongwei city ...

Entering China's public cloud market Microsoft in action

Cloud computing world is never calm, let alone the Chinese cloud computing market such a huge blue ocean. Since 2013, China's cloud computing market has been in a state of peat peat. March 26, Microsoft China announced the business of the Windows Azure Public cloud service, which is operated by the century interconnection. It was a year or two ago when Amazon, Microsoft and IBM announced their foray into China's public cloud market, and the first public cloud service platform, which was run locally by international manufacturers, was commercialized.   Microsoft launched the first shot of the 2014 China Cloud War! Chinese public ...

The end of a private server seems to be on the horizon

It is no secret that online retailing giant Amazon's ambitions in the public computing business. Now they go further and strive to build an infrastructure that is far more than all kinds of private data centers, hoping to become the ideal carrier for Web applications. ... The end of a private server seems to be around the corner. It is no secret that online retailing giant Amazon's ambitions in the public computing business. Now they go further and strive to build an infrastructure that is far more than all kinds of private data centers, hoping to become the ideal carrier for Web applications. To do ...

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